- Going Deeper with Convolutions / Inception Net
- ResNet and it's variant architectures.
- YOLO | Very important, very complex
- That paper explaining 1x1 convolutions
- The Matrix Calculus You Need For Deep Learning
- Cornell Backpropagation Derivation
- A guide to convolution arithmetic for deep learning
- Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
- Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow
- Deep Learning, Ian Goodfellow
- Understanding Convolutions
- Colah's Blog
- Some 'of-my-level' Distill Pubs
- CS231n Notes | CS230 Lectures
- skim through pytorch + fastAI discourse